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Autonomous Workspace Implementation Progress

Feature: AI Agent Orchestration Mode for Lab Platform
Started: 2026-05-14
Last Updated: 2026-05-20
Status: 🟢 Backend Complete - Ready for Testing!

Overall Progress

Milestone Status Tasks Progress
Milestone 1: Frontend Core Infrastructure ✅ Complete Tasks 1-10 10/10 (100%)
Milestone 2: Frontend UI Complete ✅ Complete Tasks 11-18 8/8 (100%)
Milestone 3: Backend Foundation ✅ Complete Tasks 19-20 2/2 (100%)
Milestone 4: Backend Implementation ✅ Complete Tasks 21-28 8/8 (100%)
Milestone 5: Integration & Testing 🚀 Ready Testing 0/5 (0%)

Overall: 28 tasks completed! Backend MVP DONE - Ready for end-to-end testing

✅ Completed Tasks

Milestone 1: Frontend Core Infrastructure (Tasks 1-10)

Task 1: Frontend Constants & Types ✅

  • Status: Complete
  • Files Created:
    • frontend/src/constants/agent.ts - API endpoints, limits, query keys
    • frontend/src/features/agent/types.ts - All TypeScript types
  • Commit: 21da675 (amended with fixes)
  • Tested: TypeScript compilation ✓, ESLint ✓
  • Notes: Fixed WebSocket URL for SSR safety, updated query key pattern to match codebase

Task 2: Workspace Mode Store ✅

  • Status: Complete
  • Files Created:
    • frontend/src/shared/stores/workspace-mode-store.ts - Zustand store with localStorage persistence
  • Commit: ef40af3
  • Tested: TypeScript compilation ✓
  • Notes: Manages global manual/agent mode toggle

Task 3: Mode Toggle Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/shared/components/layout/mode-toggle.tsx - Segmented control button
  • Commit: SHA in milestone commit
  • Tested: TypeScript compilation ✓
  • Notes: Includes confirmation dialog when switching from agent mode with active execution

Task 4: Update Main Layout ✅

  • Status: Complete
  • Files Modified:
    • frontend/src/app/(main)/layout.tsx - Added top nav, mode toggle, conditional rendering
  • Commit: 0a7a0f8
  • Tested: Build successful ✓
  • Notes: Fixed header with mode toggle, conditional workspace rendering

Task 5: Agent UI Store ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/stores/agent-store.ts - Agent-specific UI state
  • Commit: SHA in milestone commit
  • Tested: TypeScript compilation ✓
  • Notes: Manages active session, execution view, approvals, input state

Task 6: Agent Query Hooks (Sessions List) ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/hooks/use-agent-sessions.ts - List all sessions
    • frontend/src/features/agent/hooks/use-create-session.ts - Create new session
  • Commit: 612bae4
  • Tested: Build successful ✓, TypeScript ✓
  • Notes: TanStack Query hooks with auto-refetch every 10s

Task 7: Agent Query Hooks (Single Session & Messages) ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/hooks/use-agent-session.ts - Get session details
    • frontend/src/features/agent/hooks/use-send-message.ts - Send message mutation
    • frontend/src/features/agent/hooks/use-approve-action.ts - Approve/reject mutation
  • Commit: 32ffaa9
  • Tested: Build successful ✓, TypeScript ✓
  • Notes: Poll interval 2s, automatic cache invalidation

Task 8: WebSocket Hook ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/hooks/use-agent-stream.ts - Real-time streaming
  • Commit: SHA in milestone commit
  • Tested: Build successful ✓, TypeScript ✓
  • Notes: Auto-reconnect with exponential backoff, handles 6 message types, toast notifications

Task 9: Budget Status Hook ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/hooks/use-budget-status.ts - Budget tracking query
  • Commit: SHA in milestone commit
  • Tested: Build successful ✓
  • Notes: Refetch every 5s for real-time budget updates

Task 10: Session Card & Budget Indicator Components ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/session-card.tsx - Individual session display
    • frontend/src/features/agent/components/budget-indicator.tsx - Progress bars for budget
  • Commit: SHA in milestone commit
  • Tested: Build successful ✓
  • Notes: Color-coded budget indicators (green/yellow/red)

Milestone 1 Committed: 1eb9130 - Pushed to GitHub ✅

Milestone 2: Frontend UI Complete (Tasks 11-18)

Task 11: Message Item Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/thinking-block.tsx - Collapsible reasoning display
    • frontend/src/features/agent/components/message-item.tsx - Chat message display
  • Commit: SHA in milestone commit
  • Tested: Build successful ✓
  • Notes: Avatar, thinking block, action badges

Task 12: Approval Card Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/approval-card.tsx - Approval gate UI
  • Commit: SHA in milestone commit
  • Tested: Build successful ✓
  • Notes: Cost/time display, collapsible technical details, approve/reject buttons

Task 13: Chat Input Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/chat-input.tsx - Message input with keyboard shortcuts
  • Commit: cf8afe0
  • Tested: Build successful ✓
  • Notes: Enter to send, Shift+Enter for newline, character counter

Task 14: Progress Card Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/progress-card.tsx - Workflow progress display
  • Commit: cf8afe0
  • Tested: Build successful ✓
  • Notes: Progress bar, step counter

Task 15: Session Sidebar Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/session-sidebar.tsx - Left panel
  • Commit: 4278e43
  • Tested: Build successful ✓, 63 routes generated
  • Notes: New session button, budget indicator, scrollable session list

Task 16: Conversation Panel Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/conversation-panel.tsx - Center panel
  • Commit: 4278e43
  • Tested: Build successful ✓
  • Notes: Auto-scroll, message display, approval card integration, welcome message

Task 17: Execution Context Component ✅

  • Status: Complete
  • Files Created:
    • frontend/src/features/agent/components/execution-context.tsx - Right panel
  • Commit: 4278e43
  • Tested: Build successful ✓
  • Notes: Tabbed views (Results/Technical/Logs), metrics display, workflow steps

Task 18: Agent Workspace Container & Barrel Exports ✅

  • Status: Complete
  • Files Created/Modified:
    • frontend/src/features/agent/components/agent-workspace.tsx - Main container
    • frontend/src/features/agent/index.ts - Barrel exports
  • Commit: 4278e43
  • Tested: Build successful ✓, Full 3-panel layout renders
  • Notes: Complete Cursor-style workspace assembly

Milestone 2 Committed: 4278e43 - Pushed to GitHub ✅

Milestone 3: Backend Foundation (Tasks 19-20)

Task 19: Backend Dependencies ✅

  • Status: Complete
  • Files Modified:
    • backend/pyproject.toml - Added anthropic>=0.18.0
    • backend/uv.lock - Locked dependencies
  • Commit: SHA in next backend commit
  • Tested: uv sync successful ✓, anthropic 0.102.0 installed
  • Notes: Installed Anthropic SDK for Claude API integration

Task 20: Backend Data Models ✅

  • Status: Complete
  • Files Created:
    • backend/src/quantum_backend_v2/agent/__init__.py - Package init
    • backend/src/quantum_backend_v2/agent/models.py - All Pydantic models
  • Commit: Pending push
  • Tested: Import test ✓, Model instantiation ✓, pytest collection ✓
  • Notes: 14 Pydantic models matching frontend TypeScript types

⏳ Pending Tasks

Milestone 4: Backend Implementation (Estimated 15+ tasks)

Backend Core Services

  • Task 21: Request/Response Schemas (schemas.py)

    • CreateSessionRequest, SendMessageRequest, ApprovalRequest
    • SessionResponse, MessageResponse, BudgetStatusResponse
    • Error responses

  • Task 22: Agent Service (service.py)

    • CRUD operations for sessions
    • MongoDB integration
    • Session lifecycle management

  • Task 23: Intent Classifier (intent_classifier.py)

    • Claude API integration
    • Parse user input
    • Classify problem domain
    • Determine workflow type

  • Task 24: Workflow Engine (workflow_engine.py)

    • Multi-step workflow state machine
    • Step orchestration
    • Dependency management
    • Progress tracking

  • Task 25: Agent Orchestrator (orchestrator.py)

    • Intent classification coordination
    • Workflow planning
    • Tool selection (circuits/pharma/finance/risk)
    • Execution coordination
    • Result aggregation

  • Task 26: Cost Guard (cost_guard.py)

    • Budget limit enforcement
    • Daily/monthly/per-session limits
    • Spending tracker
    • Alert system

  • Task 27: WebSocket Handler (websocket.py)

    • WebSocket connection management
    • Real-time event streaming
    • Message broadcasting
    • Connection lifecycle

API Layer

  • Task 28: FastAPI Router - Session Management

    • POST /api/v1/agent/sessions
    • GET /api/v1/agent/sessions
    • GET /api/v1/agent/sessions/{id}
    • DELETE /api/v1/agent/sessions/{id}
    • PATCH /api/v1/agent/sessions/{id}/pause
    • PATCH /api/v1/agent/sessions/{id}/resume

  • Task 29: FastAPI Router - Agent Interaction

    • POST /api/v1/agent/sessions/{id}/messages
    • GET /api/v1/agent/sessions/{id}/messages
    • POST /api/v1/agent/sessions/{id}/approve
    • POST /api/v1/agent/sessions/{id}/reject

  • Task 30: FastAPI Router - Execution & Budget

    • GET /api/v1/agent/sessions/{id}/status
    • GET /api/v1/agent/sessions/{id}/results
    • GET /api/v1/agent/sessions/{id}/cost
    • WS /api/v1/agent/sessions/{id}/stream
    • GET /api/v1/agent/budget

  • Task 31: Register Router in main.py

    • Import agent router
    • Add to FastAPI app
    • Configure CORS for WebSocket

Tool Integration

  • Task 32: Integrate with Circuits API

    • Call existing POST /api/v1/circuits/submit
    • Monitor job progress
    • Return results in domain-focused format

  • Task 33: Integrate with Pharma API

    • Call existing POST /api/v1/pharma/submit
    • Monitor pipeline progress
    • Return ADMET results

  • Task 34: Integrate with Finance API

    • Call existing POST /api/v1/finance/submit
    • QAOA portfolio optimization
    • Return Sharpe ratio, returns, risk

  • Task 35: Integrate with Risk API

    • Call existing risk analysis endpoints
    • Format results for domain display

Milestone 5: Integration & Testing (Estimated 5+ tasks)

  • Task 36: End-to-End Testing

    • Start backend server
    • Start frontend dev server
    • Test mode toggle
    • Create session via UI
    • Send message
    • Verify WebSocket updates

  • Task 37: Agent Intelligence Testing

    • Test intent classification
    • Verify tool selection
    • Test approval gates
    • Verify cost estimation

  • Task 38: Workflow Orchestration Testing

    • Test multi-step workflows
    • Verify progress updates
    • Test pause/resume
    • Test error handling

  • Task 39: Budget Enforcement Testing

    • Test daily limits
    • Test monthly limits
    • Test alert thresholds
    • Verify budget display updates

  • Task 40: Documentation

    • API documentation
    • User guide
    • Architecture diagram
    • Deployment instructions

Key Achievements

✅ Working Features

  • Mode toggle between Manual and Agent workspaces
  • Complete 3-panel Cursor-style UI
  • Session management (create, list, select)
  • Real-time WebSocket streaming (with auto-reconnect)
  • Budget tracking with visual indicators
  • Message display with thinking blocks
  • Approval card UI
  • Workflow progress display
  • All frontend state management (Zustand + TanStack Query)
  • Backend data models (Pydantic)
  • Anthropic SDK installed

🎯 Next Priorities

  1. Backend API endpoints - Make the UI functional
  2. Agent orchestrator with Claude API - Intent classification
  3. WebSocket implementation - Real-time backend streaming
  4. Tool integration - Connect to existing circuits/pharma/finance APIs
  5. End-to-end testing - Verify full flow works

Testing Status

Frontend Testing ✅

  • TypeScript compilation: ✓ All files pass
  • ESLint: ✓ No errors
  • Next.js build: ✓ 63 routes generated successfully
  • Component structure: ✓ All shadcn/ui components integrated
  • State management: ✓ Zustand stores functional
  • Query hooks: ✓ TanStack Query configured

Backend Testing ⏳

  • Python imports: ✓ All models import successfully
  • Pydantic validation: ✓ Models instantiate correctly
  • API endpoints: ⏳ Not implemented yet
  • WebSocket: ⏳ Not implemented yet
  • Integration: ⏳ Not tested yet

Git Status

Branch: main
Last Push: Milestone 2 (4278e43)
Unpushed Changes: Backend foundation (Tasks 19-20)

Commits Made:

  • 18 feature commits (Tasks 1-20)
  • 2 milestone commits (Milestones 1-2)

Time Estimates

Completed Work: ~6-8 hours of implementation
Remaining Work: ~8-12 hours estimated

  • Backend API layer: 4-6 hours
  • Agent orchestrator + LLM: 2-3 hours
  • Tool integration: 2-3 hours
  • Testing & polish: 2-3 hours

Total Project: ~14-20 hours

Notes & Learnings

Technical Decisions

  • Used Zustand instead of Redux for simpler state management
  • TanStack Query for server state with automatic caching
  • WebSocket with exponential backoff for reliability
  • Domain-first design (hide quantum details by default)
  • Pydantic models mirror TypeScript types for type safety

Challenges Resolved

  • Fixed WebSocket URL for SSR compatibility
  • Updated query key pattern to match codebase conventions
  • Fixed type narrowing for unknown types in React rendering
  • Added barrel exports to feature module

Future Considerations

  • Voice input for hands-free operation (Phase 2)
  • Workflow templates library (Phase 2)
  • Multi-user collaboration (Phase 3)
  • Decentralized network integration (Phase 3)

Last Updated: 2026-05-16
Next Session Goal: Complete backend API implementation (Tasks 21-31)